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Ivan Bratko Vis

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*2008
95EEMatej Guid, Martin Mozina, Jana Krivec, Aleksander Sadikov, Ivan Bratko: Learning Positional Features for Annotating Chess Games: A Case Study. Computers and Games 2008: 192-204
94EEMartin Mozina, Matej Guid, Jana Krivec, Aleksander Sadikov, Ivan Bratko: Fighting Knowledge Acquisition Bottleneck with Argument Based Machine Learning. ECAI 2008: 234-238
93EEAleksander Sadikov, Ivan Bratko: LRTA. ECAI 2008: 897-898
92EEGregor Leban, Jure Zabkar, Ivan Bratko: An Experiment in Robot Discovery with ILP. ILP 2008: 77-90
2007
91 Ivan Stajduhar, Ivan Bratko: Likelihood based classification in bayesian networks. Artificial Intelligence and Applications 2007: 367-372
90EEBlaz Zupan, Ivan Bratko, Janez Demsar, Peter Juvan, Adam Kuspa, John A. Halter, Gad Shaulsky: Discovery of Genetic Networks Through Abduction and Qualitative Simulation. Computational Discovery of Scientific Knowledge 2007: 228-247
89EEMartin Mozina, Jure Zabkar, Ivan Bratko: Argument based machine learning. Artif. Intell. 171(10-15): 922-937 (2007)
88EEAlira Srdoc, Ivan Bratko, Alojzij Sluga: Machine learning applied to quality management - A study in ship repair domain. Computers in Industry 58(5): 464-473 (2007)
2006
87EEAndraz Bezek, Matjaz Gams, Ivan Bratko: Multi-agent strategic modeling in a robotic soccer domain. AAMAS 2006: 457-464
86EEJure Zabkar, Martin Mozina, Jerneja Videcnik, Ivan Bratko: Argument Based Machine Learning in a Medical Domain. COMMA 2006: 59-70
85EEMatej Guid, Ivan Bratko: Computer Analysis of Chess Champions. Computers and Games 2006: 1-12
84EEAleksander Sadikov, Martin Mozina, Matej Guid, Jana Krivec, Ivan Bratko: Automated Chess Tutor. Computers and Games 2006: 13-25
83EEAleksander Sadikov, Ivan Bratko: Search Versus Knowledge Revisited Again. Computers and Games 2006: 172-180
82 Aleksander Sadikov, Ivan Bratko: Pessimistic Heuristics Beat Optimistic Ones in Real-Time Search. ECAI 2006: 148-152
81 Martin Mozina, Jure Zabkar, Ivan Bratko: Argument Based Rule Learning. ECAI 2006: 504-508
80EEMartin Mozina, Janez Demsar, Jure Zabkar, Ivan Bratko: Why Is Rule Learning Optimistic and How to Correct It. ECML 2006: 330-340
79EEIvan Bratko, Martin Mozina, Jure Zabkar: Argument-Based Machine Learning. ISMIS 2006: 11-17
78EEDaniel Vladusic, Dorian Suc, Ivan Bratko, W. Rulka: Q2 Learning and Its Application to Car Modelling. Applied Artificial Intelligence 20(8): 675-701 (2006)
77EEMitja Lustrek, Matjaz Gams, Ivan Bratko: Is real-valued minimax pathological? Artif. Intell. 170(6-7): 620-642 (2006)
76EEGregor Leban, Blaz Zupan, Gaj Vidmar, Ivan Bratko: VizRank: Data Visualization Guided by Machine Learning. Data Min. Knowl. Discov. 13(2): 119-136 (2006)
75EEAleksander Sadikov, Ivan Bratko: Learning long-term chess strategies from databases. Machine Learning 63(3): 329-340 (2006)
2005
74 Martin Mozina, Jure Zabkar, Trevor J. M. Bench-Capon, Ivan Bratko: Application of Argument Based Machine Learning to Law. ICAIL 2005: 248-249
73EEMitja Lustrek, Matjaz Gams, Ivan Bratko: Why Minimax Works: An Alternative Explanation. IJCAI 2005: 212-217
72EEDorian Suc, Ivan Bratko: Combining Learning Constraints and Numerical Regression. IJCAI 2005: 596-602
71EEAleks Jakulin, Martin Mozina, Janez Demsar, Ivan Bratko, Blaz Zupan: Nomograms for visualizing support vector machines. KDD 2005: 108-117
70EEGregor Leban, Minca Mramor, Ivan Bratko, Blaz Zupan: Simple and effective visual models for gene expression cancer diagnostics. KDD 2005: 167-176
69EEMartin Mozina, Jure Zabkar, Trevor J. M. Bench-Capon, Ivan Bratko: Argument Based Machine Learning Applied to Law. Artif. Intell. Law 13(1): 53-73 (2005)
68EETomaz Curk, Janez Demsar, Qikai Xu, Gregor Leban, Uros Petrovic, Ivan Bratko, Gad Shaulsky, Blaz Zupan: Microarray data mining with visual programming. Bioinformatics 21(3): 396-398 (2005)
67EEGregor Leban, Ivan Bratko, Uros Petrovic, Tomaz Curk, Blaz Zupan: VizRank: finding informative data projections in functional genomics by machine learning. Bioinformatics 21(3): 413-414 (2005)
66EEAleksander Sadikov, Ivan Bratko, Igor Kononenko: Bias and pathology in minimax search. Theor. Comput. Sci. 349(2): 268-281 (2005)
2004
65EEDorian Suc, Ivan Bratko, Claude Sammut: Learning to Fly Simple and Robust. ECML 2004: 407-418
64EEAleks Jakulin, Ivan Bratko: Testing the significance of attribute interactions. ICML 2004
63 Ivan Bratko, Dorian Suc: Learning Qualitative Models. AI Magazine 24(4): 107-119 (2004)
62EEDorian Suc, Daniel Vladusic, Ivan Bratko: Qualitatively faithful quantitative prediction. Artif. Intell. 158(2): 189-214 (2004)
2003
61 Aleksander Sadikov, Ivan Bratko, Igor Kononenko: Search versus Knowledge: An Empirical Study of Minimax on KRK. ACG 2003: 33-44
60EEAleks Jakulin, Ivan Bratko, Dragica Smrke, Janez Demsar, Blaz Zupan: Attribute Interactions in Medical Data Analysis. AIME 2003: 229-238
59EEDorian Suc, Ivan Bratko: Improving Numerical Prediction with Qualitative Constraints. ECML 2003: 385-396
58 Dorian Suc, Daniel Vladusic, Ivan Bratko: Qualitatively Faithful Quantitative Prediction. IJCAI 2003: 1052-1060
57EEAleks Jakulin, Ivan Bratko: Analyzing Attribute Dependencies. PKDD 2003: 229-240
56EEBlaz Zupan, Ivan Bratko, Janez Demsar, Peter Juvan, Tomaz Curk, Urban Borstnik, J. Robert Beck, John A. Halter, Adam Kuspa, Gad Shaulsky: GenePath: a system for inference of genetic networks and proposal of genetic experiments. Artificial Intelligence in Medicine 29(1-2): 107-130 (2003)
55 Blaz Zupan, Janez Demsar, Ivan Bratko, Peter Juvan, John A. Halter, Adam Kuspa, Gad Shaulsky: GenePath: a system for automated construction of genetic networks from mutant data. Bioinformatics 19(3): 383-389 (2003)
54EEAleks Jakulin, Ivan Bratko: Quantifying and Visualizing Attribute Interactions CoRR cs.AI/0308002: (2003)
53EEMartin Znidarsic, Marko Bohanec, Ivan Bratko: Categorization of Numerical Values for DEX Hierarchical Models. Informatica (Slovenia) 27(4): 405-409 (2003)
2002
52 Dorian Suc, Ivan Bratko: Qualitative reverse engineering. ICML 2002: 610-617
51EEIvan Bratko, Dorian Suc: Using Machine Learning to Understand Operator's Skill. IEA/AIE 2002: 812-823
2001
50EEBlaz Zupan, Ivan Bratko, Janez Demsar, J. Robert Beck, Adam Kuspa, Gad Shaulsky: Abductive Inference of Genetic Networks. AIME 2001: 304-313
49EEDorian Suc, Ivan Bratko: Induction of Qualitative Trees. ECML 2001: 442-453
48EEPeter Juvan, Blaz Zupan, Janez Demsar, Ivan Bratko, John A. Halter, Adam Kuspa, Gad Shaulsky: Web-Enabled Knowledge-Based Analysis of Genetic Data. ISMDA 2001: 113-119
47EEBlaz Zupan, Ivan Bratko, Marko Bohanec, Janez Demsar: Function Decomposition in Machine Learning. Machine Learning and Its Applications 2001: 71-101
2000
46EEDorian Suc, Ivan Bratko: Problem Decomposition for Behavioural Cloning. ECML 2000: 382-391
45 Blaz Zupan, Ivan Bratko, Marko Bohanec, Janez Demsar: Induction of Concept Hierarchies from Noisy Data. ICML 2000: 1199-1206
44 Blaz Zupan, Janez Demsar, Michael W. Kattan, J. Robert Beck, Ivan Bratko: Machine learning for survival analysis: a case study on recurrence of prostate cancer. Artificial Intelligence in Medicine 20(1): 59-75 (2000)
43EEDorian Suc, Ivan Bratko: Qualitative Trees Applied to Bicycle Riding. Electron. Trans. Artif. Intell. 4(B): 125-140 (2000)
42 Dorian Suc, Ivan Bratko: Skill modeling through symbolic reconstruction of operator's trajectories. IEEE Transactions on Systems, Man, and Cybernetics, Part A 30(6): 617-624 (2000)
1999
41 Ivan Bratko, Saso Dzeroski: Proceedings of the Sixteenth International Conference on Machine Learning (ICML 1999), Bled, Slovenia, June 27 - 30, 1999 Morgan Kaufmann 1999
40EEBlaz Zupan, Janez Demsar, Michael W. Kattan, J. Robert Beck, Ivan Bratko: Machine Learning for Survival Analysis: A Case Study on Recurrence of Prostate Cancer. AIMDM 1999: 346-355
39EEIvan Bratko: Refining Complete Hypotheses in ILP. ILP 1999: 44-55
38EEBlaz Zupan, Marko Bohanec, Janez Demsar, Ivan Bratko: Learning by Discovering Concept Hierarchies. Artif. Intell. 109(1-2): 211-242 (1999)
37EEDorian Suc, Ivan Bratko: Symbolic and qualitative reconstruction of control skill. Electron. Trans. Artif. Intell. 3(B): 1-22 (1999)
1998
36EEBojan Dolsak, Ivan Bratko, Anton Jezernik: Knowledge base for finite-element mesh design learned by inductive logic programming. AI EDAM 12(2): 95-106 (1998)
35 Blaz Zupan, Marko Bohanec, Janez Demsar, Ivan Bratko: Feature Transformation by Function Decomposition. IEEE Intelligent Systems 13(2): 38-43 (1998)
1997
34EEJanez Demsar, Blaz Zupan, Marko Bohanec, Ivan Bratko: Constructing Intermediate Concepts by Decomposition of Real Functions. ECML 1997: 93-107
33 Blaz Zupan, Marko Bohanec, Ivan Bratko, Janez Demsar: Machine Learning by Function Decomposition. ICML 1997: 421-429
32 Dorian Suc, Ivan Bratko: Skill Reconstruction as Induction of LQ Controllers with Subgoals. IJCAI (2) 1997: 914-919
31 Blaz Zupan, Marko Bohanec, Ivan Bratko, Bojan Cestnik: A Dataset Decomposition Approach to Data Mining and Machine Discovery. KDD 1997: 299-302
30 Aram Karalic, Ivan Bratko: First Order Regression. Machine Learning 26(2-3): 147-176 (1997)
1996
29 Ivan Bratko, Bojan Cestnik, Igor Kononenko: Attribute-Based Learning. AI Commun. 9(1): 27-32 (1996)
28 Matjaz Gams, Ivan Bratko: AI in Eastern and Central Europe. Informatica (Slovenia) 20(2): (1996)
1995
27 Ivan Bratko, Tanja Urbancic: Control Skill, Machine Learning and Hand-crafting in Controller Design. Machine Intelligence 15 1995: 130-153
26 Ivan Bratko, Stephen Muggleton: Applications of Inductive Logic Programming. Commun. ACM 38(11): 65-70 (1995)
25 Ivan Bratko, Saso Dzeroski: Engineering Applications of ILP. New Generation Comput. 13(3&4): 313-333 (1995)
1994
24 Tanja Urbancic, Ivan Bratko: Reconstructing Human Skill with Machine Learning. ECAI 1994: 498-502
23EEDunja Mladenic, Ivan Bratko, Ray J. Paul, Marko Grobelnik: Using Machine Learning Techniques to Interpret Results from Discrete Event Simulation. ECML 1994: 399-402
22EEBojan Dolsak, Anton Jezernik, Ivan Bratko: A knowledge base for finite element mesh design. AI in Engineering 9(1): 19-27 (1994)
21 Ivan Bratko: Machine Learning and Qualitative Reasoning. Machine Learning 14(1): 305-312 (1994)
20 Marko Bohanec, Ivan Bratko: Trading Accuracy for Simplicity in Decision Trees. Machine Learning 15(3): 223-250 (1994)
19 Ivan Bratko, Ross D. King: Applications of Inductive Logic Programming. SIGART Bulletin 5(1): 43-49 (1994)
1993
18 Ivan Bratko: Deriving qualitative control for dynamic systems. Machine Intelligence 14 1993: 373-394
17EEIvan Bratko: Machine learning in artificial intelligence. AI in Engineering 8(3): 159-164 (1993)
16 Ivan Bratko: Applications of Machine Learning: Towards Knowledge Synthesis. New Generation Comput. 11(3): 343-360 (1993)
1992
15 Ivan Bratko, Marko Grobelnik: Inductive Learning Applied to Program Construction and Verification. AIFIPP 1992: 169-182
14 Ivan Bratko: Dynamic System Simulation with Qualitative Differential Equations. Advanced Topics in Artificial Intelligence 1992: 431-439
13 Ivan Bratko: Applications of Machine Learning: Towards Knowledge Synthesis. FGCS 1992: 1207-1218
1991
12EEBojan Cestnik, Ivan Bratko: On Estimating Probabilities in Tree Pruning. EWSL 1991: 138-150
11 Ivan Bratko, Stephen Muggleton, Alen Varsek: Learning Qualitative Models of Dynamic Systems. ML 1991: 385-388
10 Igor Kononenko, Ivan Bratko: Information-Based Evaluation Criterion for Classifier's Performance. Machine Learning 6: 67-80 (1991)
1990
9 Ivan Bratko: PROLOG Programming for Artificial Intelligence, Second Edition Addison-Wesley 1990
1988
8 Bojan Cestnik, Ivan Bratko: Learning Redundant Rules in Noisy Domains. ECAI 1988: 348-350
1987
7 Bojan Cestnik, Igor Kononenko, Ivan Bratko: ASSISTANT 86: A Knowledge-Elicitation Tool for Sophisticated Users. EWSL 1987: 31-45
1982
6 Ivan Bratko: Symbolic Derivation of Chess Patterns. ECAI 1982: 185-189
1981
5 Zdenek Zdráhal, Ivan Bratko, Alen Shapiro: Recognition of Complex Patterns Using Cellular Arrays. Comput. J. 24(3): 263-270 (1981)
1980
4 Ivan Bratko, Donald Michie: An Advice Program for a Complex Chess Programming Task. Comput. J. 23(4): 353-359 (1980)
1978
3 Donald Michie, Ivan Bratko: Advice Table Representations of Chess End-Game Knowledge. AISB/GI (ECAI) 1978: 194-200
2 Ivan Bratko, Danny Kopec, Donald Michie: Pattern-Based Representation of Chess End-Game Knowledge. Comput. J. 21(2): 149-153 (1978)
1 Ivan Bratko: Proving Correctness of Strategies in the AL1 Assertional Language. Inf. Process. Lett. 7(5): 223-230 (1978)

Coauthor Index

1J. Robert Beck [40] [44] [50] [56]
2Trevor J. M. Bench-Capon [69] [74]
3Andraz Bezek [87]
4Marko Bohanec [20] [31] [33] [34] [35] [38] [45] [47] [53]
5Urban Borstnik [56]
6Bojan Cestnik [7] [8] [12] [29] [31]
7Tomaz Curk [56] [67] [68]
8Janez Demsar [33] [34] [35] [38] [40] [44] [45] [47] [48] [50] [55] [56] [60] [68] [71] [80] [90]
9Bojan Dolsak [22] [36]
10Saso Dzeroski [25] [41]
11Matjaz Gams [28] [73] [77] [87]
12Marko Grobelnik [15] [23]
13Matej Guid [84] [85] [94] [95]
14John A. Halter [48] [55] [56] [90]
15Aleks Jakulin [54] [57] [60] [64] [71]
16Anton Jezernik [22] [36]
17Peter Juvan [48] [55] [56] [90]
18Aram Karalic [30]
19Michael W. Kattan [40] [44]
20Ross D. King [19]
21Igor Kononenko [7] [10] [29] [61] [66]
22Danny Kopec [2]
23Jana Krivec [84] [94] [95]
24Adam Kuspa [48] [50] [55] [56] [90]
25Gregor Leban [67] [68] [70] [76] [92]
26Mitja Lustrek [73] [77]
27Donald Michie [2] [3] [4]
28Dunja Mladenic [23]
29Martin Mozina [69] [71] [74] [79] [80] [81] [84] [86] [89] [94] [95]
30Minca Mramor [70]
31Stephen Muggleton [11] [26]
32Ray J. Paul [23]
33Uros Petrovic [67] [68]
34W. Rulka [78]
35Aleksander Sadikov [61] [66] [75] [82] [83] [84] [93] [94] [95]
36Claude Sammut [65]
37Alen Shapiro [5]
38Gad Shaulsky [48] [50] [55] [56] [68] [90]
39Alojzij Sluga [88]
40Dragica Smrke [60]
41Alira Srdoc [88]
42Ivan Stajduhar [91]
43Dorian Suc [32] [37] [42] [43] [46] [49] [51] [52] [58] [59] [62] [63] [65] [72] [78]
44Tanja Urbancic [24] [27]
45Alen Varsek [11]
46Jerneja Videcnik [86]
47Gaj Vidmar [76]
48Daniel Vladusic [58] [62] [78]
49Qikai Xu [68]
50Jure Zabkar [69] [74] [79] [80] [81] [86] [89] [92]
51Zdenek Zdráhal [5]
52Martin Znidarsic [53]
53Blaz Zupan [31] [33] [34] [35] [38] [40] [44] [45] [47] [48] [50] [55] [56] [60] [67] [68] [70] [71] [76] [90]

Colors in the list of coauthors

Copyright © Tue Nov 3 08:52:44 2009 by Michael Ley (ley@uni-trier.de)